Tonic Validate guide
The Tonic Validate application and Validate SDK (tonic_validate
) allow you to measure how well your RAG LLM system performs.
Validate calculates rigorous LLM-assisted RAG evaluation metrics. You can also use tonic_validate
to compute RAG metrics outside the context of a Validate project.
In Validate:
Development projects track the performance of a RAG system that is under development.
Production monitoring projects track how well a production RAG system answers questions from actual users.
For development projects, Validate also provides an integration with Ragas, tonic_ragas_logger, that allows you to visualize Ragas evaluation results in Validate.
Get started
Configure benchmarks and projects
Create and review development project runs
Connect and monitor a production RAG system
Code examples
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